From b70cd93e51402a8ca3315bf14d8085fc0a25f99d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ma=C3=ABl=20Madon?= <mael.madon@irit.fr> Date: Tue, 20 Jun 2023 16:52:43 +0200 Subject: [PATCH] latest graphs of metrics evolution --- expe_replay_feedback_KTH.ipynb | 78 +++++++++++++++++++++------------ expe_replay_feedback_SDSC.ipynb | 47 ++++++++++++++++---- 2 files changed, 87 insertions(+), 38 deletions(-) diff --git a/expe_replay_feedback_KTH.ipynb b/expe_replay_feedback_KTH.ipynb index 0626fc3..5c64cb9 100644 --- a/expe_replay_feedback_KTH.ipynb +++ b/expe_replay_feedback_KTH.ipynb @@ -14,7 +14,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -28,12 +28,12 @@ "WL_URL = \"http://www.cs.huji.ac.il/labs/parallel/workload/l_kth_sp2/KTH-SP2-1996-2.1-cln.swf.gz\"\n", "WL_start_time = '1996-09-23 14:00:31 CEST'\n", "timezone = \"Europe/Stockholm\"\n", - "begin_data_in_swf, end_data_in_swf = 25, 28500 # line number (counting from 1)\n" + "begin_data_in_swf, end_data_in_swf = 25, 28500 # line number (counting from 1)" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -187,6 +187,19 @@ " mean_utilization = win.area.sum() / (end-start).total_seconds() / nb_machines * 100 # in %\n", " return mean_utilization\n", "\n", + "def metrics(expe_folder):\n", + " m = {}\n", + " jobs = read_and_clean(f\"{expe_folder}/_jobs.csv\")\n", + " m_state = pd.read_csv(f\"{expe_folder}/_machine_states.csv\")\n", + " m['nb_jobs'] = jobs.shape[0]\n", + " m['mean_lateness'] = int(mean_lateness(jobs, ref=WL_rigid, crop=True))\n", + " m['delta'] = 2 * m['mean_lateness'] / (m['nb_jobs'] - 1) \n", + " m['stretch'] = stretch(jobs, ref=WL_rigid, crop=True)\n", + "\n", + " beg, end = jobs[\"submission_time\"].min(), jobs[\"submission_time\"].max()\n", + " m['util'] = mean_util_between(m_state, beg, end)\n", + " return m\n", + "\n", "# Charge the reference XP in memory\n", "if os.path.exists(f\"{EXPE_DIR}/rigid_FCFS/_jobs.csv\"):\n", " WL_rigid = read_and_clean(f\"{EXPE_DIR}/rigid_FCFS/_jobs.csv\")\n", @@ -3702,24 +3715,24 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7f201e3e6cb0>" + "<matplotlib.legend.Legend at 0x7f86d1bb3b50>" ] }, - "execution_count": 23, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", "text/plain": [ - "<Figure size 600x500 with 2 Axes>" + "<Figure size 600x600 with 2 Axes>" ] }, "metadata": {}, @@ -3731,24 +3744,44 @@ "data = {\n", " \"A0_FCFS\": f\"{EXPE_DIR}/a0_FCFS\",\n", " \"A0_EASY\": f\"{EXPE_DIR}/a0_EASY\",\n", - " \"A60_EASY\": f\"{EXPE_DIR}/a60_EASY\",\n", " \"A0_speed*2\": f\"{EXPE_DIR}/a0_EASY_double_speed\",\n", - " \"A0_infra*2\": f\"{EXPE_DIR}/a0_EASY_double_infra\",\n", " \"A0_speed/2\": f\"{EXPE_DIR}/a0_EASY_half_speed\",\n", - " \"A0_infra/2\": f\"{EXPE_DIR}/a0_EASY_half_infra\"\n", + " \"A0_infra*2\": f\"{EXPE_DIR}/a0_EASY_double_infra\",\n", + " \"A0_infra/2\": f\"{EXPE_DIR}/a0_EASY_half_infra\",\n", + " \"A60_EASY\": f\"{EXPE_DIR}/a60_EASY\",\n", "}\n", "\n", - "fig, ax = plt.subplots(ncols=2, figsize=(6,5), layout='tight', sharex=True)\n", + "fig, ax = plt.subplots(ncols=2, figsize=(6,6), layout='tight', sharex=True)\n", + "\n", + "# Metrics obtained by cuting the OUTPUT\n", "for name, path in data.items():\n", " jobs = read_and_clean(f\"{path}/_jobs.csv\")\n", " N = jobs.shape[0]\n", " lateness = (jobs.submission_time - WL_rigid.submission_time).astype(dtype='timedelta64[s]').reset_index(drop=True)\n", - " mean_lateness = lateness.cumsum() / lateness.index\n", - " mean_lateness.plot(kind='line', ax=ax[0], label=name, title=\"Mean lateness (days)\")\n", + " m_lateness = lateness.cumsum() / lateness.index\n", + " m_lateness.plot(kind='line', ax=ax[0], label=name, title=\"mean lateness (days)\")\n", "\n", " delta = 2 * lateness.cumsum() / (lateness.index * (lateness.index - 1))\n", " delta.plot(kind='line', ax=ax[1], title=\"Delta (s)\", label=name)\n", "\n", + "# Metrics obtained by cuting the INPUT\n", + "met_fcfs, met_easy, met_half, met_double = [], [], [], []\n", + "for k in range(10, 100, 10):\n", + " met_fcfs.append( metrics(f\"{EXPE_DIR}/a0_FCFS_cut{k}\") )\n", + " met_easy.append( metrics(f\"{EXPE_DIR}/a0_EASY_cut{k}\") )\n", + " met_half.append( metrics(f\"{EXPE_DIR}/a0_EASY_cut{k}_half_speed\") )\n", + " met_double.append( metrics(f\"{EXPE_DIR}/a0_EASY_cut{k}_double_speed\") )\n", + "met_fcfs.append(metrics(f\"{EXPE_DIR}/a0_FCFS\"))\n", + "met_easy.append(metrics(f\"{EXPE_DIR}/a0_EASY\"))\n", + "met_half.append(metrics(f\"{EXPE_DIR}/a0_EASY_half_speed\"))\n", + "met_double.append(metrics(f\"{EXPE_DIR}/a0_EASY_double_speed\"))\n", + "\n", + "dfs = {\"fcfs\": pd.DataFrame(met_fcfs), \"easy\": pd.DataFrame(met_easy), \"speed*2\": pd.DataFrame(met_double), \"speed/2\": pd.DataFrame(met_half)}\n", + "ax[0].set_prop_cycle(None); ax[1].set_prop_cycle(None) # reset colors\n", + "for name, to_plot in dfs.items():\n", + " to_plot.plot(kind='line', x='nb_jobs', y='mean_lateness', xlabel=\"\", style='.--', label=name, ax=ax[0])\n", + " to_plot.plot(kind='line', x='nb_jobs', y='delta', title='delta (s)', xlabel=\"\", style='.--', label=\"\", ax=ax[1])\n", + "\n", "fig.supxlabel(\"jobs (sorted by original submission time)\")\n", "ax[0].set_xlim(0, WL_rigid.shape[0])\n", "y_l, y_r = ax[0].get_ylim(); y_l, y_r = int(y_l / (3600*24)), int(y_r / (3600*24))\n", @@ -4850,7 +4883,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -4859,7 +4892,7 @@ "Text(0.5, 0.98, 'Variation of metrics by input size')" ] }, - "execution_count": 9, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, @@ -4875,19 +4908,6 @@ } ], "source": [ - "def metrics(expe_folder):\n", - " m = {}\n", - " jobs = read_and_clean(f\"{expe_folder}/_jobs.csv\")\n", - " m_state = pd.read_csv(f\"{expe_folder}/_machine_states.csv\")\n", - " m['nb_jobs'] = jobs.shape[0]\n", - " m['mean_lateness'] = int(mean_lateness(jobs, ref=WL_rigid, crop=True))\n", - " m['delta'] = 2 * m['mean_lateness'] / (m['nb_jobs'] - 1) \n", - " m['stretch'] = stretch(jobs, ref=WL_rigid, crop=True)\n", - "\n", - " beg, end = jobs[\"submission_time\"].min(), jobs[\"submission_time\"].max()\n", - " m['util'] = mean_util_between(m_state, beg, end)\n", - " return m\n", - "\n", "met_fcfs, met_easy, met_half, met_double = [], [], [], []\n", "for k in range(10, 100, 10):\n", " expe_folder = f\"{EXPE_DIR}/a0_FCFS_cut{k}\"\n", diff --git a/expe_replay_feedback_SDSC.ipynb b/expe_replay_feedback_SDSC.ipynb index 676e53a..8674ec5 100644 --- a/expe_replay_feedback_SDSC.ipynb +++ b/expe_replay_feedback_SDSC.ipynb @@ -33,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ @@ -183,6 +183,19 @@ " mean_utilization = win.area.sum() / (end-start).total_seconds() / nb_machines * 100 # in %\n", " return mean_utilization\n", "\n", + "def metrics(expe_folder):\n", + " m = {}\n", + " jobs = read_and_clean(f\"{expe_folder}/_jobs.csv\")\n", + " m_state = pd.read_csv(f\"{expe_folder}/_machine_states.csv\")\n", + " m['nb_jobs'] = jobs.shape[0]\n", + " m['mean_lateness'] = int(mean_lateness(jobs, ref=WL_rigid, crop=True))\n", + " m['delta'] = 2 * m['mean_lateness'] / (m['nb_jobs'] - 1) \n", + " m['stretch'] = stretch(jobs, ref=WL_rigid, crop=True)\n", + "\n", + " beg, end = jobs[\"submission_time\"].min(), jobs[\"submission_time\"].max()\n", + " m['util'] = mean_util_between(m_state, beg, end)\n", + " return m\n", + "\n", "# Charge some reference files in memory if they exist\n", "if os.path.exists(f\"{EXPE_DIR}/rigid_FCFS/_jobs.csv\"):\n", " WL_rigid = read_and_clean(f\"{EXPE_DIR}/rigid_FCFS/_jobs.csv\")\n", @@ -26580,24 +26593,24 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7f4c91659fc0>" + "<matplotlib.legend.Legend at 0x7f4c90fe1e70>" ] }, - "execution_count": 23, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "<Figure size 600x500 with 2 Axes>" + "<Figure size 600x600 with 2 Axes>" ] }, "metadata": {}, @@ -26615,17 +26628,33 @@ " \"A0_infra/2\": f\"{EXPE_DIR}/a0_EASY_half_infra\"\n", "}\n", "\n", - "fig, ax = plt.subplots(ncols=2, figsize=(6,5), layout='tight', sharex=True)\n", + "fig, ax = plt.subplots(ncols=2, figsize=(6,6), layout='tight', sharex=True)\n", + "\n", + "# Metrics obtained by cuting the OUTPUT\n", "for name, path in data.items():\n", " jobs = read_and_clean(f\"{path}/_jobs.csv\")\n", " N = jobs.shape[0]\n", " lateness = (jobs.submission_time - WL_rigid.submission_time).astype(dtype='timedelta64[s]').reset_index(drop=True)\n", - " mean_lateness = lateness.cumsum() / lateness.index\n", - " mean_lateness.plot(kind='line', ax=ax[0], label=name, title=\"Mean lateness (days)\")\n", + " m_lateness = lateness.cumsum() / lateness.index\n", + " m_lateness.plot(kind='line', ax=ax[0], label=name, title=\"mean lateness (days)\")\n", "\n", " delta = 2 * lateness.cumsum() / (lateness.index * (lateness.index - 1))\n", " delta.plot(kind='line', ax=ax[1], title=\"Delta (s)\", label=name)\n", "\n", + "# Metrics obtained by cuting the INPUT\n", + "met_fcfs, met_easy = [], []\n", + "for k in range(10, 100, 10):\n", + " met_fcfs.append( metrics(f\"{EXPE_DIR}/a0_FCFS_cut{k}\") )\n", + " met_easy.append( metrics(f\"{EXPE_DIR}/a0_EASY_cut{k}\") )\n", + "met_fcfs.append(metrics(f\"{EXPE_DIR}/a0_FCFS\"))\n", + "met_easy.append(metrics(f\"{EXPE_DIR}/a0_EASY\"))\n", + "\n", + "dfs = {\"fcfs\": pd.DataFrame(met_fcfs), \"easy\": pd.DataFrame(met_easy)}\n", + "ax[0].set_prop_cycle(None); ax[1].set_prop_cycle(None) # reset colors\n", + "for name, to_plot in dfs.items():\n", + " to_plot.plot(kind='line', x='nb_jobs', y='mean_lateness', xlabel=\"\", style='.--', label=name, ax=ax[0])\n", + " to_plot.plot(kind='line', x='nb_jobs', y='delta', title='delta (s)', xlabel=\"\", style='.--', label=\"\", ax=ax[1])\n", + "\n", "fig.supxlabel(\"jobs (sorted by original submission time)\")\n", "ax[0].set_xlim(0, WL_rigid.shape[0])\n", "step = 10; y_l, y_r = ax[0].get_ylim(); y_l, y_r = int(y_l / (3600*24) / step), int(y_r / (3600*24) / step)\n", -- GitLab